Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004597

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003407

distance 0.179

#2 · Ahmednagarcell 4660007773

distance 0.184 · cross-district

#3 · Beedcell 4700004903

distance 0.204

#4 · Beedcell 4700003436

distance 0.209

#5 · Jalgaoncell 4780009566

distance 0.221 · cross-district

#6 · Beedcell 4700003392

distance 0.228

#7 · Beedcell 4700004906

distance 0.232

#8 · Dharashivcell 4880005227

distance 0.234 · cross-district

#9 · Beedcell 4700005492

distance 0.235

#10 · Buldhanacell 4720001032

distance 0.237 · cross-district

#11 · Dharashivcell 4880000549

distance 0.24 · cross-district

#12 · Ahmednagarcell 4660008068

distance 0.24 · cross-district

#13 · Beedcell 4700001938

distance 0.242

#14 · Laturcell 4810004983

distance 0.242 · cross-district

#15 · Nashikcell 4870006359

distance 0.245 · cross-district

#16 · Ahmednagarcell 4660007327

distance 0.249 · cross-district

#17 · Ahmednagarcell 4660008706

distance 0.249 · cross-district

#18 · Beedcell 4700004043

distance 0.25

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700004597}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.